> 연구정보 > 연구성과 > HIGHLY CITED PAPERS (HCP)
- 전임교원이 최근 5년간 출판한 논문 중, 연도별 카테고리별 피인용 상위 1%에 달성된 논문
- 매월 1회 업데이트
SCIE Article [Excluded]Incentive-based demand response for smart grid with reinforcement learning and deep neural network |
|
|---|---|
| Author | Lu, Renzhi; Hong, Hong, Seung Ho; |
| Corresponding Author Info | Prof. Hong, Seung Ho (전자공학부 홍승호 교수) |
| Professor | |
 shhong@hanyang.ac.kr
|
|
| Document Type | |
| Source | APPLIED ENERGY 2019, 236, 937-949 |
| Times Cited | Excluded |
| External Information |  https://doi.org/10.1016/j.apenergy.2018.12.061 |
| Abstract | [History]
- 5월/6월 2020부로, 이 인용 빈도가 높은 논문의 인용 횟수가 분야와 출판 연도에 대해 인용 빈도가 높은 임계값을 기반으로 Engineering 관련 학술 분야에서 상위 1%에 올랐습니다. [Abstract] Balancing electricity generation and consumption is essential for smoothing the power grids. Any mismatch between energy supply and demand would increase costs to both the service provider and customers and may even cripple the entire grid. This paper proposes a novel real-time incentive-based demand response algorithm for smart grid systems with reinforcement learning and deep neural network, aiming to help the service provider to purchase energy resources from its subscribed customers to balance energy fluctuations and enhance grid reliability. In particular, to overcome the future uncertainties, deep neural network is used to predict the unknown prices and energy demands. After that, reinforcement learning is adopted to obtain the optimal incentive rates for different customers considering the profits of both service provider and customers. Simulation results show that this proposed incentive-based demand response algorithm induces demand side participation, promotes service provider and customers profitabilities, and improves system reliability by balancing energy resources, which can be regarded as a win-win strategy for both service provider and customers. |
| Web of Science Categories | Energy & Fuels; Engineering, Chemical |
| Funding | |
| Language | |
|
|
| 전체 Excluded 기타 |
 |
ENSO Atmospheric Teleconnections and Their Response to Greenhouse Gas Forcing Author(s) : Yeh, Sang-Wook; Cai, Wenju; Min, Seung-Ki; McPhaden, Michael J.; Domme... Source : REVIEWS OF GEOPHYSICS 2018, 56, 185-206 Time Cited : 181 (2022.2.21.) |
 |
Author(s) : Shinde, Sambhaji S.; Lee, Chi Ho; Jung, Jin-Young; Wagh, Nayantara K.;... Source : ENERGY & ENVIRONMENTAL SCIENCE 2019, 12, 2, 727-738 Time Cited : 141 (2022.2.21.) |
 |
Author(s) : Shinde, Sambhaji S.; Lee, Chi Ho; Jung, Jin-Young; Wagh, Nayantara K.;... Source : ENERGY & ENVIRONMENTAL SCIENCE 2019, 12, 2, 727-738 Time Cited : 141 (2022.2.21.) |
 |
Author(s) : Tran, P; Pyo, YC; Kim, DH; Lee, SE; Kim, JK; Park, JS Source : PHARMACEUTICS 2019, 11, 132 Time Cited : 79 (2022.2.21.) |
 |
Design of highly porous SnO2-CuO nanotubes for enhancing H2S gas sensor performance Author(s) : Park, Kee-Ryung; Cho, Hong-Baek; Lee, Jimin; Song, Yoseb; Kim, Woo-Byo... Source : SENSORS AND ACTUATORS B-CHEMICAL Sensors & Actuators: B. Chemical 302 (2020) 127179 Time Cited : 65 (2022.2.21.) |
 |
Small extracellular vesicles from human adipose-derived stem cells attenuate cartilage degeneration Author(s) : Woo, Chang Hee; Kim, Hark Kyun; Jung, Gun Young; Jung, Youn Jae; Lee, ... Source : JOURNAL OF EXTRACELLULAR VESICLES 2020, 9, 1, 1735249 Time Cited : 54 (2022.2.4.) |
 |
Inorganic nanoparticles with enzyme-mimetic activities for biomedical applications Author(s) : Lakshminarayana, G.; Kebaili, Imen; Dong, M. G.; Al-Buriahi, M. S.; Da... Source : COORDINATION CHEMISTRY REVIEWS 403 (2020) 213092 Time Cited : 54 (2022.2.21.) |
 |
Reversible disorder-order transitions in atomic crystal nucleation Author(s) : Jeon, Sungho; Heo, Taeyeong; Hwang, Sang-Yeon; Ciston, Jim; Bustillo, ... Source : Science 2021, 371, 6528, 498 Time Cited : 21 (2022.2.21.) |
 |
Author(s) : [Giri, Bhupendra Raj; Kim, Dong Wuk] Kyungpook Natl Univ, FOUR Communi... Source : PHARMACEUTICS 2021, 13, 1, Time Cited : 10(2022.2.21.) |
 |
Online Control of Preamble Groups With Priority in Massive IoT Networks Author(s) : Liu, Jie (Dept Elect & Elect Engn); Hu Jin (Dept Elect & Elect Engn) ... Source : IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS Volume:39 Issue:3 Pages:700-713 Published:2021 Time Cited : 10 (2022.1.5.) |
 |
Author(s) : Shinde, Sambhaji; Lee, Chi-Ho; Sami, Abdul; Kim, Dong-Hyung; Lee, Sang... Source : ACS NANO 2017, 11, 1, 347-357 Time Cited : excluded |
 |
Author(s) : Shinde, Sambhaji; Lee, Chi-Ho; Sami, Abdul; Kim, Dong-Hyung; Lee, Sang... Source : ACS NANO 2017, 11, 1, 347-357 Time Cited : excluded |
 |
Author(s) : Lakshminarayana, G; Kebaili, I; Dong, MG; Al-Buriahi, MS; Dahshan, A; ... Source : JOURNAL OF MATERIALS SCIENCE J Mater Sci (2020) 55:5750–5771 Time Cited : Excluded |
|
Author(s) : Lakshminarayana, G; Kebaili, I; Dong, MG; Al-Buriahi, MS; Dahshan, A; ... Source : JOURNAL OF MATERIALS SCIENCE J Mater Sci (2020) 55:5750–5771 Time Cited : Excluded |
|
[Excluded]A Real-Time Demand-Response Algorithm for Smart Grids: A Stackelberg Game Approach Author(s) : Yu, M; Hong, SH Source : IEEE TRANSACTIONS ON SMART GRID 2016, 7, 879-888 Time Cited : Excluded |
|
Author(s) : Lu, RZ; Hong, SH; Zhang, XF Source : APPLIED ENERGY 2018,15, 220-230 Time Cited : Excluded |
|
Author(s) : Lu, Renzhi; Hong, Hong, Seung Ho; Source : APPLIED ENERGY 2019, 236, 937-949 Time Cited : Excluded |
|
[Excluded] An Incentive-Based Demand Response (DR) Model Considering Composited DR Resources Author(s) : Yu, Mengmeng; Hong, Seung Ho; Ding, Yuemin; Ye, Xun Source : IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2019, 66, 1488-1498 Time Cited : Excluded |
|
Author(s) : Kim, Ji-Won; Yeh, Sang-Wook; Chang, Eun-Chul Source : CLIMATE DYNAMICS 2014, 42, 3-4, 957-971 Time Cited : Excluded |
|
Author(s) : Sridharan, Kishore; Jang, Eunyong; Park, Tae Joo Source : APPLIED CATALYSIS B-ENVIRONMENTAL 2013, 142, 718-728 Time Cited : Excluded |
|
![[133-791] 서울특별시 성동구 왕십리로 222 한양대학교 산학협력단 115호 [426-791] 경기도 안산시 상록구 한양대학로 55 학연산클러스터 지원센터 207호 홈페이지 책임자 : 연구진흥팀장 : 서진석 홈페이지 담당자 : 정인호(02-2220-0876)](/img/copyright01.gif)
